David T. Hoffmann
4 papers · 2021–2025 · 3 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (3) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (16) π§ Keyword Pioneer π£ Hot Topic Early Bird
π
Cross-Pollinator
(15)
Conferences
CVPR (2)
AAAI (1)
ICLR (1)
Top co-authors
Keywords
unsupervised learning
(1)
representation learning
(1)
contrastive learning
(1)
transfer learning
(1)
computer vision
(1)
embedding space
(1)
motion estimation
(1)
point cloud
(1)
3d vision
(1)
3d human pose estimation
(1)
unsupervised representation learning
(1)
out-of-distribution detection
(1)
noise contrastive estimation
(1)
synthetic dataset
(1)
infonce loss
(1)
similarity ranking
(1)
scene flow estimation
(1)
image-based rendering
(1)
ranking info noise contrastive estimation
(1)
voxel grid
(1)
Papers
Floxels: Fast Unsupervised Voxel Based Scene Flow Estimation
CVPR 2025
Two Effects, One Trigger: On the Modality Gap, Object Bias, and Information Imbalance in Contrastive Vision-Language Models
ICLR 2025
Ranking Info Noise Contrastive Estimation: Boosting Contrastive Learning via Ranked Positives
AAAI 2022
AGORA: Avatars in Geography Optimized for Regression Analysis
CVPR 2021